文件名称：流形学习工具包（包括8种经典流形学习算法的matlab程序）
文件大小：191KB
文件格式：RAR
更新时间：2013-12-27 09:53:35
流形 matlab
This is a dimension reduction toolbox developed by Laurens van der Maaten(MISS). You are free to use, modify, or redistribute this software in any way you want, but only for non-commercial purposes. This Matlab toolbox implements 32 techniques for dimensionality reduction. These techniques are all available through the COMPUTE_MAPPING function.
【文件预览】：
toolbox_dimreduc
----pca.m(7KB)
----nn_search.dll(126KB)
----test_meshes.m(876B)
----test_isomap_landmarks.m(1KB)
----nn_search.m(2KB)
----load_subimages_dataset.m(2KB)
----plot_flattened_dataset.m(1KB)
----compute_nn_graph.m(2KB)
----nn_prepare.dll(118KB)
----test_subimages.m(2KB)
----toolbox()
--------CVS()
--------build_euclidean_weight_matrix.m(706B)
--------compute_distance_matrix.m(310B)
--------plot_scattered.m(1KB)
--------triangulation2adjacency.m(611B)
--------compute_distance_to_points.m(548B)
--------perform_rbf_interpolation.m(4KB)
--------plot_mesh.m(2KB)
--------test_rbf.m(405B)
--------read_off.m(2KB)
--------load_image.m(7KB)
----ltsa.m(3KB)
----test_pca.m(333B)
----isomap.m(4KB)
----load_images_dataset.m(6KB)
----test_images.m(1KB)
----test_display_pointsets.m(386B)
----perform_local_pca.m(2KB)
----load_points_set.m(4KB)
----dijkstra_fast.dll(56KB)
----leigs.m(7KB)
----range_search.m(2KB)
----lle.m(2KB)
----test_nearest_neighboors.m(472B)
----range_search.dll(126KB)
----nn_prepare.m(2KB)
----hlle.m(6KB)
----readme.txt(2KB)
----test_dimreduc.m(1KB)
----compute_nn_distance.m(1KB)
----test_datasets.m(793B)
----perform_geodesic_embedding.m(1KB)
----perform_dimreduc_interpolation.m(1KB)